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Omar Khattab

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Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models

Feb 22, 2024
Yijia Shao, Yucheng Jiang, Theodore A. Kanell, Peter Xu, Omar Khattab, Monica S. Lam

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In-Context Learning for Extreme Multi-Label Classification

Jan 22, 2024
Karel D'Oosterlinck, Omar Khattab, François Remy, Thomas Demeester, Chris Develder, Christopher Potts

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Building Efficient and Effective OpenQA Systems for Low-Resource Languages

Jan 07, 2024
Emrah Budur, Rıza Özçelik, Dilara Soylu, Omar Khattab, Tunga Güngör, Christopher Potts

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DSPy Assertions: Computational Constraints for Self-Refining Language Model Pipelines

Dec 20, 2023
Arnav Singhvi, Manish Shetty, Shangyin Tan, Christopher Potts, Koushik Sen, Matei Zaharia, Omar Khattab

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Image and Data Mining in Reticular Chemistry Using GPT-4V

Dec 09, 2023
Zhiling Zheng, Zhiguo He, Omar Khattab, Nakul Rampal, Matei A. Zaharia, Christian Borgs, Jennifer T. Chayes, Omar M. Yaghi

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ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems

Nov 16, 2023
Jon Saad-Falcon, Omar Khattab, Christopher Potts, Matei Zaharia

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DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Oct 05, 2023
Omar Khattab, Arnav Singhvi, Paridhi Maheshwari, Zhiyuan Zhang, Keshav Santhanam, Sri Vardhamanan, Saiful Haq, Ashutosh Sharma, Thomas T. Joshi, Hanna Moazam, Heather Miller, Matei Zaharia, Christopher Potts

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Resources and Evaluations for Multi-Distribution Dense Information Retrieval

Jun 21, 2023
Soumya Chatterjee, Omar Khattab, Simran Arora

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UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers

Mar 01, 2023
Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md Arafat Sultan, Christopher Potts

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Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP

Dec 28, 2022
Omar Khattab, Keshav Santhanam, Xiang Lisa Li, David Hall, Percy Liang, Christopher Potts, Matei Zaharia

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